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Applied AI Doesn't Work
Vasuman critiques ineffective AI adoption in enterprises, arguing companies apply AI to flawed processes rather than redesigning them first, drawing parallels to past IT implementation failures. He advocates for process reengineering before AI deployment, based on learnings from working with large organizations at Varick Agents.
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Summary
Vasuman critiques ineffective AI adoption in enterprises, arguing companies apply AI to flawed processes rather than redesigning them first, drawing parallels to past IT implementation failures. He advocates for process reengineering before AI deployment, based on learnings from working with large organizations at Varick Agents.
Tags
ai-adoption · enterprise-transformation · process-reengineering · digital-strategy · roi-optimization · organizational-change
Key entities
Vasuman (person, 0.95) · Michael Hammer (person, 0.9) · Ethan Mollick (person, 0.9) · Varick Agents (organization, 0.95) · Microsoft (organization, 0.95) · Alphabet (organization, 0.9) · Amazon (organization, 0.9) · Meta (organization, 0.9) · UK Department for Business and Trade (organization, 0.85) · Wharton (organization, 0.85) · Harvard Business Review (organization, 0.9) · Claude (technology, 0.9) · Microsoft 365 Copilot (technology, 0.95) · paving the cow paths (concept, 0.85) · process reengineering (concept, 0.9) · MIT (location, 0.85)
Classification
analysis · language en · status final
Provenance
claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 5 Sep 2026